Create GitHub issues from conversation context (general, bug reports, or feature requests)

Orchestrate issue creation with automatic review to ensure created issues accurately reflect the original requirements.

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Static analysis issue detection patterns and rules

Use for any development work - the master 13-step coding process that orchestrates all other skills, ensuring GitHub issue tracking, proper branching, TDD, code review, and CI verification

Extracts Issue ID from the current branch name. Use this skill when you need to determine the Issue number associated with the current work context.

issue-feature

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issue-first

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Orchestrate the implementation of a parent issue (project, epic, or feature) by executing its child issues sequentially, reviewing each implementation, and committing approved changes.

Review the code changes from a completed task implementation to verify correctness, completeness, and adherence to simplicity principles.

Use throughout all work - ensures GitHub issues are updated continuously as work happens, not batched at the end

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Work with GitHub issues - create, list, update, comment, and search issues using gh CLI

议题管理工具。从代码审查报告创建 GitHub Issues，跟踪和修复问题，管理技术债务。用于将审查结果转化为可执行任务、讨论特定问题、批量修复 issues。触发词：创建议题、管理 issue、修复问题、讨论 issue。

Use when orchestrating a Jira issue through the full development lifecycle to Harness PR with branching, commits, and documentation

Start working on GitHub issue with deep-dive workflow (research, innovate, plan phases)

Guide structured analysis of problems and planning of implementation. Use when starting work on a new feature, encountering a bug, refactoring existing functionality, or any task that benefits from thinking before coding. Helps create well-defined GitHub issues with clear scope, acceptance criteria, and implementation steps.

Use before starting ANY work - hard gate ensuring a GitHub issue exists, creating one if needed through user questioning

Systematically diagnose and fix bugs through triage, reproduction, root cause analysis, and verified fixes. Use when resolving bugs, errors, failing tests, or investigating unexpected behavior.

issue-resolver

Automatically reviews code changes against issue/spec at evaluate phase start to ensure implementation completeness

**Skill Name:**

Templates for creating well-structured GitHub issues for bugs, features, and tasks

McKinsey-style issue tree framework for breaking down complex problems into MECE (Mutually Exclusive, Collectively Exhaustive) components. Use when users need to decompose strategic questions, structure analysis, create work plans, or prepare for case interviews. Apply hypothesis-driven approach to problem-solving.

Triage and analyze GitHub issues from iNavFlight/inav repository

issue-workflow-orchestrator

Create standalone work items (TASK, BUG, or SPIKE) with AI-assisted type detection. Use when you need to track work that needs doing, exploration needed, or something broken.

Expert-level Istio service mesh management, traffic control, security, and observability for Kubernetes

Manages IT infrastructure, monitoring, incident response, and service reliability. Provides frameworks for ITIL service management, observability strategies, automation, backup/recovery, capacity planning, and operational excellence practices.

Explain iterations strategy, process and rules to respect all over any realization. Iteration is the main conception workflow of any conception and modification of the project.

Progressive context retrieval pattern for understanding unfamiliar codebases through iterative refinement

Implement continuous AI iteration loops for complex development tasks. Use when building features requiring test-driven refinement, implementing tasks with clear success criteria, or automating iterative improvement workflows. Based on the Ralph Wiggum technique from Claude Code plugins.

Execute iterative refinement workflows with validation loops until quality criteria are met. Use for test-fix cycles, code quality improvement, performance optimization, or any task requiring repeated action-validate-improve cycles.

Execute 4-phase loop for progressive context refinement. Use when complex searches require multiple refinement cycles or context gap is unknown. Not for simple file searches or known file locations.

iTerm2 terminal emulator and tmux multiplexer expertise. USE WHEN user mentions iTerm2, tmux, terminal sessions, split panes, window management, OR terminal productivity on macOS.

Android APK decompiler that converts DEX bytecode to readable Java source code. Use when you need to decompile APK files, analyze app logic, search for vulnerabilities, find hardcoded credentials, or understand app behavior through readable source code.

Jaeger/OpenTelemetry patterns plus Skriptoteket tracing conventions (async context propagation, correlation, debugging).

Build trading systems in the style of Jane Street, the elite market maker known for functional programming and intellectual rigor. Emphasizes OCaml, correctness by construction, real-time systems, and principled risk management. Use when building market making systems, pricing engines, or mission-critical financial software.

Expert Java architect specializing in Java 21, Spring Boot 3, and Jakarta EE ecosystem. This agent excels at designing enterprise-grade applications with modern Java features, microservices architecture, and comprehensive enterprise integration patterns.

Use when Java concurrency with ExecutorService, CompletableFuture, and virtual threads. Use when building concurrent applications.

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Containerize Java applications - Dockerfile optimization, JVM settings, security

Enforce CUI logging standards by validating LogRecord usage, testing coverage, and identifier organization